Recursive solutions of rational interpolation problems via fast matrix factorization

We describe a novel approach to analytic rational interpolation problems of the Hermite-Fejér type, based on the fast generalized Schur algorithm for the recursive triangular factorization of structured matrices. We use the interpolation data to construct a convenient so-called generator for the factorization algorithm. The recursive algorithm then leads to a transmission-line cascade of first-order sections that makes evident the interpolation property. We also give state-space descriptions for each section and for the entire cascade.

[1]  Michael Green,et al.  Parametric interpolation, H∞ -control and model reduction , 1990 .

[2]  D. Sarason Generalized interpolation in , 1967 .

[3]  Ali H. Sayed,et al.  Displacement Structure and Completion Problems , 1995, SIAM J. Matrix Anal. Appl..

[4]  T. Kailath A Theorem of I. Schur and Its Impact on Modern Signal Processing , 1986 .

[5]  Thomas Kailath,et al.  State-space approach to factorization of lossless transfer functions and structured matrices☆ , 1992 .

[6]  Brian D. O. Anderson,et al.  An interpolation theory approach to H∞ controller degree bounds , 1988 .

[7]  Hidenori Kimura,et al.  Directional interpolation approach to H ∞ -Optimization and robust stabilization , 1987 .

[8]  M. Kreĭn,et al.  Infinite hankel matrices and generalized carathéodory — fejer and riesz problems , 1968 .

[9]  H. Dym J Contractive Matrix Functions, Reproducing Kernel Hilbert Spaces and Interpolation , 1989 .

[10]  Ali H. Sayed,et al.  Fast algorithms for generalized displacement structures , 1991 .

[11]  Allen Tannenbaum Modified Nevanlinna-Pick interpolation and feedback stabilization of linear plants with uncertainty in the gain factor , 1982 .

[12]  T. Kailath,et al.  Recursive solutions to rational interpolation problems , 1992, [Proceedings] 1992 IEEE International Symposium on Circuits and Systems.

[13]  J. Schur,et al.  Über Potenzreihen, die im Innern des Einheitskreises beschränkt sind. , 1917 .

[14]  H. Kimura,et al.  State space approach to the classical interpolation problem and its applications , 1989 .

[15]  Paul Van Dooren,et al.  On Sigma-lossless transfer functions and related questions , 1983 .

[16]  T. Kailath,et al.  Triangular Factorization of Structured Hermitian Matrices , 1986 .

[17]  H. Kimura Conjugation, interpolation and model-matching in H ∞ , 1989 .

[18]  C. Foias,et al.  Harmonic Analysis of Operators on Hilbert Space , 1970 .

[19]  G. Zames,et al.  Feedback, minimax sensitivity, and optimal robustness , 1983 .

[20]  Ali H. Sayed,et al.  Time-variant displacement structure and interpolation problems , 1994, IEEE Trans. Autom. Control..

[21]  Allan O. Steinhardt,et al.  The hyberbolic singular value decomposition and applications , 1990, Fifth ASSP Workshop on Spectrum Estimation and Modeling.

[22]  D. C. Youla,et al.  Interpolation with positive real functions , 1967 .

[23]  J. William Helton,et al.  Operator theory, analytic functions, matrices, and electrical engineering , 1987 .

[24]  James Rovnyak,et al.  Hardy classes and operator theory , 1985 .

[25]  K. Glover All optimal Hankel-norm approximations of linear multivariable systems and their L, ∞ -error bounds† , 1984 .

[26]  B. Parlett The Symmetric Eigenvalue Problem , 1981 .

[27]  H. Kimura Directional interpolation in the state space , 1988 .

[28]  C. Foias,et al.  The commutant lifting approach to interpolation problems , 1990 .

[29]  G. Zames Feedback and optimal sensitivity: Model reference transformations, multiplicative seminorms, and approximate inverses , 1981 .

[30]  M. Morf,et al.  Displacement ranks of matrices and linear equations , 1979 .

[31]  P. Dewilde,et al.  Lossless chain scattering matrices and optimum linear prediction: The vector case , 1981 .

[32]  D. Alpay,et al.  Interpolation problems, extensions of symmetric operators and reproducing kernel spaces II , 1991 .

[33]  Y. Genin,et al.  On the role of the Nevanlinna–Pick problem in circuit and system theory† , 1981 .

[34]  D. Alpay,et al.  On Applications of Reproducing Kernel Spaces to the Schur Algorithm and Rational J Unitary Factorization , 1986 .

[35]  Thomas Kailath,et al.  Linear Systems , 1980 .

[36]  Harry Dym,et al.  On Reproducing Kernel Spaces, J Unitary Matrix Functions, Interpolation and Displacement Rank , 1989 .

[37]  Ali Hussein Sayed Displacement structure in signal processing and mathematics , 1992 .